YipengSong's repositories
advanced_r_solutions
Solutions for the exercises of the book "Advanced R" published in CRC Press (2015) by Hadley Wickham
algorithm_homework
the homework of the algorithm specialization of stanford university on coursera
binary_PCA_methods
Scripts to reproduce the results in "Principal component analysis of binary genomics data" paper.
cpp_primer_solutions
The solutions for the exercises in C++ Primer, fifth edition
final_project
final project of Python Project: pillow, tesseract, and opencv
GSCA_model
Software to accompany "Generalized simultaneous component analysis of binary and quantitative data" paper.
pESCA_matlab
Software to accompany "Separating common (global and local) and distinct variation in multiple mixed types data sets" paper.
PhD_thesis
This repository is used for the version control of my PhD thesis "Fusing heterogeneous data sets". Figures are not included.
Python_on_Rstudio_server
Tutorial on setting up the Python environment on Rstudio server
pytorch_tabular
A standard framework for modelling Deep Learning Models for tabular data
rCOSA
Clustering objects on subsets of attributes
Real-time-Sentiment-Tracking-on-Twitter-for-Brand-Improvement-and-Trend-Recognition
A real-time interactive web app based on data pipelines using streaming Twitter data, automated sentiment analysis, and MySQL&PostgreSQL database (Deployed on Heroku)
RpESCA
R package to accompany "Separating common (global and local) and distinct variation in multiple mixed types data sets" paper.
RpESCA2
rewrite RpESCA package using C++ and Rcpp
sentiment-discovery
Unsupervised Language Modeling at scale for robust sentiment classification